Extracting and merging data from multiple databases can cause major integration issues. Problems stem from trying to match records that have different spellings due to many factors, including inconsistent naming conventions, typos and abbreviations. Identifying and removing duplicates is crucial to save space and be efficient. This is why we created iugum Data Matching Software.